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Lecture Notes
Week 1: History and Scope of Statistics
Week 2: R Intro and Basic Statistics
Week 3: Testing Mean Differences and Associations
Week 4: TBL: Correlation and Linear Regression
Week 5: TBL: Classification and Logistic Regression
Week 6: Survival Analysis and Beyond
Additional Resources
Week 1: History and Scope of Statistics
Last Updated: June 17, 2021
Weekly Objectives
Randomness and probability
Philosophy of Statistical hypothesis test
Experiment
Null and alternative hypotheses
Interpreting p-values
Type I and Type II errors
Statistical power
Limitations of statistics
Lecture Note
R Examples